[unCited]
Matillion

Matillion

Data
63/100
Emerging#9 of 19 in Data

Executive summary

Matillion is strongly positioned to be cited for evaluation-stage queries because it has substantial G2 review volume (83 reviews, 4.4/5) and meaningful secondary signals like TrustRadius (237 reviews). The single highest-ROI fix is to strengthen first-party evaluation surfaces (especially SoftwareApplication/FAQPage structured data and crawlable comparison/pricing blocks) so AI engines can cite Matillion directly for “Matillion vs X” and “Matillion pricing” queries rather than relying on third-party review pages.

Based on audit of matillion.com · Apr 2, 2026

Avg Prompt Score

64

across 18 prompts

Category Rank

#9

of 19 brands

vs. Category Avg

-2

avg 65/100

Critical Issues

4

critical + high

Data · score distribution

19 brands
58avg 6578

63/100 · #9 of 19 · -2 below avg · median 63

Pillar scores vs. category average

Citation Readiness
62-13
Content Quality
70-4
Platform Optimization
55-13
Structured Data
45-9
Technical AEO
60-11

Vertical line = category average (19 brands)